Felix Kluge - Senior Data Scientist

Recommended expert

Fürth, Germany

Experience

Feb 2022 - Oct 2024

2 years 9 months

Basel, Switzerland

Senior Data Scientist

Novartis Pharma AG

Led the implementation and validation of digital technology for real-world mobility assessment across clinical trials with high compliance rates
Headed a cross-functional initiative that bridged clinical and data science teams, aligning digital technology integration with strategic goals
Innovated algorithm development for sensor data analysis, leveraging time-series data to extract novel insights and improve predictive accuracy
Designed and deployed predictive models using machine learning, integrating digital device data with clinical datasets
Delivered strategic insights through the creation of dashboards and reports, ensuring effective data quality control and visualization for clinical trials
Ensured reproducibility in data science workflows by establishing robust coding practices, comprehensive documentation, and version control
Co-led exploratory statistical plans for digital biomarkers, advancing understanding and application of digital technologies in healthcare research
Advised clinical teams as a subject-matter expert on digital technologies, fostering strategic integration and effective utilization in clinical trials
Managed stakeholder engagement by collaborating with internal and external stakeholders, including contract research organizations and technology vendors
Influenced decision-making by presenting analyses and findings to various management levels and stakeholders, emphasizing actionable insights and implications
Disseminated knowledge through peer-reviewed publications

Oct 2018 - Dec 2021

3 years 3 months

Erlangen, Germany

Junior Research Group Leader

FAU Erlangen-Nürnberg

Led and mentored a team of eight PhD students, advancing research in digital health, gait analytics, and machine learning
Directed interdisciplinary projects combining data science and biomedical engineering
Collaborated with clinical and industry partners to translate research into practical applications, enhancing the development and adoption of digital health technologies
Published and presented research findings in high-impact academic journals and at international conferences, contributing to advancements in digital biomarkers
Secured research funding by successfully organizing and composing competitive grant proposals, enabling the continuation and expansion of research initiatives
Taught undergraduate students through the course "Biomedical Signal Analysis", combining theory with practical healthcare applications

Jul 2012 - Sep 2018

6 years 3 months

Erlangen, Germany

Doctoral Researcher

FAU Erlangen-Nürnberg

Developed predictive models and personalized diagnostic tools for osteoarthritis using machine learning and biomechanical data
Conducted gait analysis and assessed non-invasive interventions through motion capture, signal processing, and advanced analytics
Designed and validated a video and sensor-based system for gait analysis in home applications
Led and managed cross-disciplinary research projects focused on healthcare technology innovation

Summary

Accomplished Data Scientist with 10+ years of experience building, implementing, and validating digital solutions for health assessment. Successful project lead with a passion for digital transformation, leveraging cutting-edge technologies such as Machine Learning to drive innovation. Proven history of managing projects that ensure compliance with regulatory standards and deliver measurable improvements in health outcomes. Experienced in developing scalable, robust solutions that align with strategic initiatives to advance digital transformation in the industry.

Languages

German

Native

English

Advanced

French

Intermediate

Education

Jul 2012 - Jun 2018

FAU Erlangen-Nürnberg

Dr.-Ing. · Computer Science · Erlangen, Germany · very good

Oct 2010 - Jun 2012

Philipps-University Marburg

Master of Science · Physics · Marburg, Germany · 13.8/15 (very good)

Oct 2006 - Jun 2009

Georg-August-University Göttingen

Bachelor of Science · Physics · Göttingen, Germany · 1.2 (very good)

Certifications & licenses

Dr.-Ing.

FAU Erlangen-Nürnberg

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Experience

Senior Data Scientist

Novartis Pharma AG

Junior Research Group Leader

FAU Erlangen-Nürnberg

Doctoral Researcher

FAU Erlangen-Nürnberg

Summary

Languages

Education

FAU Erlangen-Nürnberg

Dr.-Ing. · Computer Science · Erlangen, Germany · very good

Philipps-University Marburg

Master of Science · Physics · Marburg, Germany · 13.8/15 (very good)

Georg-August-University Göttingen

Bachelor of Science · Physics · Göttingen, Germany · 1.2 (very good)

Certifications & licenses

Dr.-Ing.

FAU Erlangen-Nürnberg

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